Spectral Unmixing on BioSR Microtubule/CCP, mTurquoise, 5-band v1 (test)

55.13PSNRRLU

Evaluation results

Method
RLU2026.03	55.13	100	49.6	0.007	0.999	374.01
NNLU2026.03	54.6	100	99.1	0.008	0.999	377.89
LU2026.03	54.53	100	99.1	0.008	0.999	377.91
HyU2026.03	54.12	100	99.2	0.008	0.999	378.66
λSplit2026.03	53.27	99.9	99.9	0.016	0.999	1,436.26
λSplit2026.03	52.65	99.9	99.8	0.03	0.999	992.97
RLU2026.03	52.42	99.9	98.5	0.013	0.999	282.33
NNLU2026.03	51.89	99.9	97.8	0.016	0.998	269.43
LU2026.03	51.76	99.9	97.9	0.019	0.998	269.47
HyU2026.03	51.55	99.9	98.1	0.019	0.998	269.86
λSplit2026.03	51.27	99.8	99.6	0.024	0.998	1,170.58
RLU2026.03	50.83	99.8	97.9	0.021	0.997	324.53
NMF-RI2026.03	50.7	99.6	96.4	0.014	0.996	379.94
NNLU2026.03	50.65	99.9	98	0.023	0.998	305.04
HyU2026.03	50.54	99.9	97.7	0.028	0.998	327.08
LU2026.03	50.36	99.9	50.5	0.03	0.998	305.16
λSplit2026.03	49.26	99.6	98.3	0.03	0.997	1,446.52
NMF-RI2026.03	49.21	99.5	95.6	0.024	0.995	271.72
NMF-RI2026.03	48.65	99.6	95.8	0.031	0.995	308.57
λSplit2026.03	47.31	99.4	97.1	0.049	0.995	1,527.5
RLU2026.03	47.08	99.5	94.7	0.042	0.993	205.8
NNLU2026.03	46.8	99.6	95.6	0.047	0.994	162.99
λSplit2026.03	46.52	99.2	95.6	0.064	0.993	1,533.56
LU2026.03	46.38	99.6	94.2	0.056	0.993	158.97
HyU2026.03	46.25	99.5	94.5	0.052	0.993	171.86
NMF-RI2026.03	45.66	99.3	44.2	0.054	0.991	161.55
NNLU2026.03	45.33	99.4	50.1	0.055	0.991	175.2
RLU2026.03	45.14	98.8	50.2	0.056	0.986	211.9
LU2026.03	44.95	99.4	50.1	0.083	0.99	166.18
HyU2026.03	44.86	99.3	50.1	0.072	0.99	180.91
NMF-RI2026.03	44.12	98.9	50.1	0.065	0.986	174.9
NNLU2026.03	43.39	99.2	94.2	0.079	0.986	136.55
λSplit2026.03	43.17	98.2	93.1	0.12	0.981	1,071.93
RLU2026.03	42.88	98.2	93	0.08	0.977	130.79
HyU2026.03	42.81	98.9	93.3	0.088	0.983	129.74
λSplit2026.03	42.81	98.3	93.2	0.109	0.982	1,017.92
LU2026.03	42.48	99.1	50	0.107	0.983	105.8
NMF-RI2026.03	41.68	98.1	92.9	0.098	0.974	117.14
NNLU2026.03	40.15	98.1	49.9	0.119	0.969	133.05
HyU2026.03	39.76	97.9	49.7	0.159	0.967	103.64
LU2026.03	39.59	98.1	49.7	0.171	0.968	89.39
NMF-RI2026.03	38.76	96.7	49.7	0.134	0.948	111.52
RLU2026.03	38.59	95.1	49.9	0.126	0.916	140.6
NNLU2026.03	38.22	97.6	49.7	0.156	0.956	92.65
λSplit2026.03	37.91	95.4	92	0.209	0.935	806.4
HyU2026.03	37.65	97.2	0.5	0.205	0.949	72.08
λSplit2026.03	37.64	95.6	91.9	0.205	0.942	680.76
LU2026.03	37.33	97.5	49.2	0.244	0.95	58.26
NMF-RI2026.03	37.11	96.3	49.4	0.178	0.934	72.62
RLU2026.03	36.52	94	43	0.161	0.883	101.24
NNLU2026.03	33.78	92.8	48.9	0.242	0.832	114.91
NMF-RI2026.03	33.06	93.4	47.7	0.257	0.855	81.04
HyU2026.03	32.98	93.8	47.4	0.37	0.864	46.41
LU2026.03	32.76	93.9	0.3	0.4	0.872	38.68
NNLU2026.03	32.46	91.8	47.9	0.289	0.798	71.14
RLU2026.03	32.33	90.2	42.6	0.181	0.74	177.47
RLU2026.03	31.7	89.6	90.2	0.189	0.716	153.65
NMF-RI2026.03	31.67	93	45.9	0.333	0.834	40.83
HyU2026.03	30.97	92.1	44.5	0.436	0.8	30.24
LU2026.03	30.95	92.5	43.6	0.497	0.812	25.4